| Importance (MDA) | Taxonomy | |
|---|---|---|
| fit_result | 22.6 | NA |
| Otu000105 | 3.85 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Porphyromonadaceae(100);Porphyromonas(100); |
| Otu000310 | 3.4 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Peptostreptococcaceae(100);Peptostreptococcus(100); |
| Otu000281 | 2.32 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Clostridiales_Incertae_Sedis_XI(100);Parvimonas(100); |
| Otu000264 | 2.2 | Bacteria(100);Fusobacteria(100);Fusobacteriia(100);Fusobacteriales(100);Fusobacteriaceae(100);Fusobacterium(100); |
| Otu000057 | 2.04 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Prevotellaceae(100);Prevotella(100); |
| Otu000356 | 1.33 | Bacteria(100);Firmicutes(100);Bacilli(100);Bacillales(100);Bacillales_Incertae_Sedis_XI(100);Gemella(100); |
| Otu000029 | 1.24 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Ruminococcaceae(100);unclassified(91); |
| Otu000019 | 1.15 | Bacteria(100);Actinobacteria(100);Actinobacteria(100);Coriobacteriales(100);Coriobacteriaceae(100);Collinsella(100); |
| Otu000260 | 1.06 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Porphyromonadaceae(100);Porphyromonas(100); |
| Otu000008 | 1.04 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);Anaerostipes(100); |
| Otu000097 | 1.02 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);Clostridium_XlVa(91); |
| Importance (MDA) | Taxonomy | |
|---|---|---|
| fit_result | 5.38 | NA |
| Otu000014 | 2.37 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(100); |
| Otu000011 | 1.73 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Ruminococcaceae(100);Ruminococcus(69); |
| Otu000029 | 1.53 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Ruminococcaceae(100);unclassified(91); |
| Otu000010 | 1.5 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);unclassified(100);unclassified(100); |
| Importance (MDA) | Taxonomy | |
|---|---|---|
| fit_result | 13.8 | NA |
| Otu000014 | 2.67 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(100); |
| Otu000029 | 2.02 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Ruminococcaceae(100);unclassified(91); |
| Otu000003 | 1.86 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Bacteroidaceae(100);Bacteroides(100); |
| Otu000105 | 1.83 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Porphyromonadaceae(100);Porphyromonas(100); |
| Otu000011 | 1.81 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Ruminococcaceae(100);Ruminococcus(69); |
| Otu000007 | 1.78 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Bacteroidaceae(100);Bacteroides(100); |
| Otu000044 | 1.75 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(100); |
| Otu000008 | 1.73 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);Anaerostipes(100); |
| Otu000028 | 1.63 | Bacteria(100);Proteobacteria(100);Gammaproteobacteria(100);Enterobacteriales(100);Enterobacteriaceae(100);unclassified(100); |
| Otu000002 | 1.58 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Bacteroidaceae(100);Bacteroides(100); |
| Otu000010 | 1.52 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);unclassified(100);unclassified(100); |
| Otu000088 | 1.52 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(100); |
| Otu000006 | 1.51 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Ruminococcaceae(100);Faecalibacterium(100); |
| Otu000060 | 1.5 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(100); |
| Otu000022 | 1.49 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);Blautia(100); |
| Otu000049 | 1.44 | Bacteria(100);Bacteroidetes(100);Bacteroidia(100);Bacteroidales(100);Porphyromonadaceae(100);Parabacteroides(100); |
| Otu000009 | 1.38 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);Blautia(97); |
| Otu000013 | 1.34 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);Blautia(100); |
| Otu000020 | 1.33 | Bacteria(100);Firmicutes(100);Bacilli(100);Lactobacillales(100);Streptococcaceae(100);Streptococcus(100); |
| Otu000087 | 1.31 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(97); |
| Otu000032 | 1.28 | Bacteria(100);Firmicutes(100);Clostridia(100);Clostridiales(100);Lachnospiraceae(100);unclassified(100); |
| Lesion Sensitivity | Cancer Sensitivity | Adenoma Sensitivity | Specificity | Accuracy | |
|---|---|---|---|---|---|
| Positive FIT | 100.0 | 100 | 100.0 | 0.0 | 96.0 |
| Negative FIT | 57.9 | 80 | 53.9 | 78.4 | 67.3 |
| Most Advanced Finding | Colonoscopy | RF Model | FIT | ||
|---|---|---|---|---|---|
| Positive Results | Sensitivity (95% CI) | Positive Results | Sensitivity (95% CI) | ||
| no. | no. | % | no. | % | |
| Cancer | 120 | 114 | 95 (90.8-98.3) | 90 | 75 (67.5-82.5) |
| Advanced Adenoma | 109 | 69 | 63.3 (54.1-72.5) | 21 | 19.3 (54.1-72.5) |
| Nonadvanced Adenoma | 89 | 52 | 58.4 (48.3-68.5) | 10 | 11.2 (48.3-68.5) |
| Any Lesion | 318 | 235 | 73.9 (69.2-78.9) | 121 | 38.1 (33-43.4) |
| Negative Results | Specificity (95% CI) | Negative Results | Specificity (95% CI) | ||
| Negative Colonosopies | 172 | 131 | 76.2 (69.8-82.6) | 167 | 97.1 (94.2-99.4) |
| Prevalence | PPV | NPV | |||
|---|---|---|---|---|---|
| RF Model | FIT | RF Model | FIT | ||
| Cancer | 0.3% | 0.01185 | 0.07204 | 0.9998 | 0.9992 |
| Adv. Adenoma | 5.7% | 0.1383 | 0.286 | 0.9717 | 0.9521 |
| Nonadv. Ade. | 17.7% | 0.3452 | 0.4539 | 0.8949 | 0.8357 |
| All Lesions | 30.2% | 0.5729 | 0.8499 | 0.8709 | 0.7837 |